Biography and Research Information
OverviewAI-generated summary
Ahmad Mustafa's research explores the application of machine learning and deep learning techniques across various domains, including cybersecurity, medical imaging, and natural disaster detection. His work on malware detection for Android systems, utilizing both deep learning and context-aware machine learning approaches, aims to enhance mobile security. In the medical field, Mustafa has investigated the use of deep learning for brain tumor detection and has contributed to meta-analyses on cardiovascular treatments, such as the efficacy of catheter ablation versus antiarrhythmic drugs for atrial fibrillation. He has also examined the effectiveness of treatments for COVID-19. His research interests extend to natural language processing, with work on sentiment analysis for Arabic food reviews. Mustafa holds a h-index of 14 with over 4,300 citations across 131 publications.
Metrics
- h-index: 15
- Publications: 125
- Citations: 4,738
Selected Publications
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Predicting short-term traffic with random forest: a granular data approach (2025)
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A unified framework for evaluating the robustness of machine-learning interpretability for prospect risking (2025)
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WAE-DTI: Ensemble-based architecture for drug–target interaction prediction using descriptors and embeddings (2024)
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Effect of Project-Based Learning Model on Creativity and Learning Outcomes of Basic Electrical Engineering (2024)
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Transcatheter Mitral Valve Repair for Multiple Valvular Heart Disease: Outcomes and Insights on Combined Aortic Insufficiency and Mitral Regurgitation (2024)
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Using novel machine learning tools to predict optimal discharge following transcatheter aortic valve replacement (2024)
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Natural disasters detection using explainable deep learning (2024)
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AraT5GQA: Arabic Question Answering model using automatic generated dataset (2024)
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Interpreting Arabic Transformer Models: A Study on XAI Interpretability for Quranic Semantic Search Models (2024)
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Explaining transfer learning models for the detection of COVID-19 on X-ray lung images (2024)
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Acute cardiovascular complications of disseminated intravascular coagulation in acute myeloid leukemia (2024)
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Heart failure — An unexplored risk factor for infective endocarditis after pacemaker implantation (2024)
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HEART FAILURE AND SYSTEMIC LUPUS ERYTHEMATOSUS - A DANGEROUS DUO INCREASING THE RISK OF NON-BACTERIAL THROMBOTIC ENDOCARDITIS (2024)
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FULMINANT LEUKOCYTOCLASTIC VASCULITIS CAUSED BY RICKETTSIA PRESENTING AS STEMI AND VF ARREST (2024)
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WHEN DIURETICS AND SHOCKS ARE NOT ENOUGH: REFRACTORY HEART FAILURE SECONDARY TO SUBACUTE CONSTRICTIVE PERICARDITIS (2024)
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